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Author Spotlight: Advancing Hepatic Fibrosis Diagnosis Using Magnetic Resonance Elastography and AI
Published on: July 21, 2023
Assessment of renal fibrosis in murine diabetic nephropathy using quantitative magnetization transfer MRI
Feng Wang1,2, Daisuke Katagiri3, Ke Li1
1Vanderbilt University Institute of Imaging Science, Nashville, Tennessee.
Purpose:
Renal fibrosis is a hallmark of progressive renal disease; however, current clinical tests are insufficient for assessing renal fibrosis. Here we evaluated the utility of quantitative magnetization transfer MRI in detecting renal fibrosis in a murine model of progressive diabetic nephropathy (DN).
Methods:
The db/db eNOS-/- mice, a well-recognized model of progressive DN, and normal wild-type mice were imaged at 7T. The quantitative magnetization transfer data were collected in coronal plane using a 2D magnetization transfer prepared spoiled gradient echo sequence with a Gaussian-shaped presaturation pulse. Parameters were derived using a two-pool fitting model. A normal range of cortical pool size ratio (PSR) was defined as Mean±2SD of wild-type kidneys (N = 20). The cortical regions whose PSR values exceeded this threshold (threshold PSR) were assessed. The correlations between the PSR-based and histological (collagen IV or picrosirius red stain) fibrosis measurements were evaluated.
Results:
Compared with wild-type mice, moderate increases in mean PSR values and scattered clusters of high PSR region were observed in cortex of DN mouse kidneys. Abnormally high PSR regions (% area) that were detected by the threshold PSR were significantly increased in renal cortexes of DN mice. These regions progressively increased on aging and highly correlated with histological fibrosis measures, while the mean PSR values correlated much less.
Conclusion:
Renal fibrosis in DN can be assessed by the quantitative magnetization transfer MRI and threshold analysis. This technique may be used as a novel imaging biomarker for DN and other renal diseases.
Insights
Quantitative magnetization transfer MRI effectively detects renal fibrosis in diabetic nephropathy (DN) mouse models. This imaging technique shows promise as a novel biomarker for assessing kidney fibrosis in DN and other renal diseases.
Area of Science:
- Medical Imaging
- Nephrology
- Biomarker Discovery
Background:
- Renal fibrosis is a critical indicator of progressive kidney disease.
- Current clinical methods for assessing renal fibrosis are inadequate.
- Diabetic nephropathy (DN) is a common cause of progressive renal disease.
Purpose of the Study:
- To evaluate the effectiveness of quantitative magnetization transfer MRI in detecting renal fibrosis.
- To assess renal fibrosis in a murine model of progressive diabetic nephropathy (DN).
Main Methods:
- Utilized a 7T MRI scanner to image db/db eNOS-/- mice (DN model) and wild-type mice.
- Employed a 2D magnetization transfer prepared spoiled gradient echo sequence.
- Derived quantitative parameters using a two-pool fitting model and assessed threshold PSR in renal cortex.
Main Results:
- DN mouse kidneys showed increased mean PSR values and scattered high PSR regions in the cortex.
- Abnormally high PSR regions, identified by threshold analysis, were significantly increased in DN mice.
- These high PSR regions correlated strongly with histological measures of fibrosis and increased with age.
Conclusions:
- Quantitative magnetization transfer MRI with threshold analysis can effectively assess renal fibrosis in DN.
- This MRI technique holds potential as a novel imaging biomarker for DN and other kidney diseases.
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